I'm a big fan of the basic power of two choices hash table design. It's simple to understand and implement, has reasonable constant factors, and hits high load factors on real world datasets.

You can use more elaborate probe and relocation schemes, but just choosing the less full bucket and resizing if both choices are full gets you surprisingly far.